#1 Body Weight
Ketogenic Diets → Body Weight
- EvidenceScore™
- 84
- Strong
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- 100
- consistent
Diet and Nutrition has evidence across 10 diabetes-related outcomes, with strongest support for Body Weight, HbA1c and Insulin Resistance.
Evidence Intelligence™
Every evidence topic is generated from structured relationships across diabetes research, including topics, interventions, outcomes, and individual studies.
| Rank | Outcome group | EvidenceScore™ | ImpactScore™ | Consistency | Studies | Effectiveness | Action |
|---|---|---|---|---|---|---|---|
| #1 | Body Weight | 84/100Strong | 100/100Very Positive | 100/100consistent | 5 | strong_positive | Explore evidence |
| #2 | HbA1c | 83/100Strong | 80/100Positive | 80/100consistent | 5 | moderate_positive | Explore evidence |
| #3 | Insulin Resistance | 82/100Strong | 80/100Positive | 83/100consistent | 6 | moderate_positive | Explore evidence |
| #4 | Body Composition | 81/100Strong | 84/100Positive | 83/100consistent | 6 | moderate_positive | Explore evidence |
| #5 | Adipokine and Angiogenic Markers | Strong | 75/100Positive | 67/100generally_consistent | 4 | moderate_positive | Explore evidence |
| #6 | Fasting Glucose | Strong | 88/100Very Positive | 75/100consistent | 4 | strong_positive | Explore evidence |
| #7 | Cardiovascular Outcomes | Strong | 67/100Slightly Positive | 35/100mixed | 3 | weak_positive | Explore evidence |
| #8 | HbA1c | Strong | 100/100Very Positive | 100/100consistent | 3 | strong_positive | Explore evidence |
| #9 | Blood Pressure | Strong | 83/100Positive | 67/100generally_consistent | 3 | moderate_positive | Explore evidence |
| #10 | Quality of Life Outcomes | 79/100Strong | 100/100Very Positive | 100/100consistent | 3 | strong_positive | Explore evidence |
Ketogenic Diets → Body Weight
Ketogenic Diets → HbA1c
Ketogenic Diets → Insulin Resistance
Ketogenic Diets → Body Composition
Ketogenic Diets → Adipokine and Angiogenic Markers
Ketogenic Diets → Fasting Glucose
Glycemic Control Treatments → Cardiovascular Outcomes
Glycemic Control Treatments → HbA1c
Ketogenic Diets → Blood Pressure
Ketogenic Diets → Quality of Life Outcomes
Relationships organized using the Dediabetes Evidence Intelligence™ framework.
Body weight and HbA1c have the strongest available evidence signals for Diet and Nutrition.
ConsistencyScore™: Results are generally consistent across studies.
Ranked evidence signals
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.5 | strong positive | ConsistencyScore™ Consistent | 8 studies
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 85.4 | strong positive | ConsistencyScore™ Generally Consistent | 22 studies
Why this answer: This answer is based on 25 supporting studies with generally consistent results and a positive effect signal.
Limitations
Body weight, HbA1c, and Glucose iAUC (OGTT) are among the most studied areas in relation to Diet and Nutrition.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.5 | strong positive | ConsistencyScore™ Consistent | 37 studies
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 85.4 | strong positive | ConsistencyScore™ Generally Consistent | 64 studies
Glucose iAUC (OGTT)
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Consistent | 15 studies
Why this answer: This answer is based on 88 supporting studies and existing graph evidence signals.
Limitations
Results are mixed or unclear for Body fat mass, Fasting Plasma Glucose (FPG), and HbA1c in relation to Diet and Nutrition.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Ranked evidence signals
Fasting Plasma Glucose (FPG)
EvidenceScore™ Strong | EvidenceScore™ 79.0 | moderate positive | ConsistencyScore™ Mixed | 8 studies
Diabetes medication use change
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Mixed | 2 studies
HbA1c
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 4 studies
Why this answer: This answer is cautious because the available studies report mixed findings.
Limitations
Insulin resistance, lipid profiles, and Blood glucose need more research in relation to Diet and Nutrition.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Insulin resistance
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
lipid profiles
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study
Blood glucose
EvidenceScore™ Emerging | EvidenceScore™ 56.1 | strong positive | ConsistencyScore™ Consistent | 2 studies
Why this answer: This answer is based on 3 supporting studies and existing graph evidence signals.
Limitations
Body weight and HbA1c have available evidence for Diet and Nutrition, but the comparison requires review of the underlying studies.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
Body weight
EvidenceScore™ Strong | EvidenceScore™ 85.5 | strong positive | ConsistencyScore™ Consistent | 8 studies
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 85.4 | strong positive | ConsistencyScore™ Generally Consistent | 16 studies
Why this answer: This answer is based on 19 supporting studies with consistent results and a positive effect signal.
Limitations
Outcomes most commonly studied in relation to diet and nutrition interventions.
Evidence related to lowering or improving HbA1c/A1C in diabetes management.
Evidence related to body weight reduction, BMI improvement, waist circumference, and body composition changes.
Evidence related to blood glucose control, fasting glucose, postprandial glucose, glucose variability, and time in range.
Evidence related to treatment adherence, medication use, physical activity participation, step count, diet intake, fruit and vegetable intake, and self-care behavior adherence.
Evidence related to inflammatory, oxidative stress, endothelial, and vascular biomarkers measured in diabetes studies.
Evidence related to cardiovascular risk, cardiovascular events, ASCVD risk, vascular function, functional capacity, and mortality outcomes in diabetes studies.
Each bubble represents an evidence relationship. Position shows effectiveness and EvidenceScoreâ„¢; size reflects study volume.
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